Auto Tracing Integrations

MLflow Tracing is integrated with 20+ popular Generative AI libraries and frameworks, offering one-line automatic tracing experience. This allows you to gain immediate observability into your GenAI applications with minimal setup.

MLflow's automatic tracing provides:

• Zero code changes for basic observability
• Unified traces across multi-framework apps
• Rich metadata including inputs, outputs, and performance
• Production-ready scaling and monitoring

Click any integration above to get started with detailed setup instructions.

Missing an Integration?

Is your favorite library missing? Consider contributing or submitting a feature request.